Visual Saliency Computation: A Machine Learning Perspective (Image Processing, Computer Vision, Pattern Recognition, and Graphics)

ISBN 10: 3319056417 ISBN 13: 9783319056418

Published by Springer, 2014

Language: English

Condition: New Soft cover

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Bibliographic Details

Title

Visual Saliency Computation: A Machine Learning Perspective (Image Processing, Computer Vision, Pattern Recognition, and Graphics)

Publisher

Springer

Publication Date

2014

Language

English

ISBN 10

3319056417

ISBN 13

9783319056418

Binding

Soft cover

Condition

New

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Synopsis

This book covers fundamental principles and computational approaches relevant to visual saliency computation. As an interdisciplinary problem, visual saliency computation is introduced in this book from an innovative perspective that combines both neurobiology and machine learning. The book is also well-structured to address a wide range of readers, from specialists in the field to general readers interested in computer science and cognitive psychology. With this book, a reader can start from the very basic question of "what is visual saliency?" and progressively explore the problems in detecting salient locations, extracting salient objects, learning prior knowledge, evaluating performance, and using saliency in real-world applications. It is highly expected that this book will spark a great interest of research in the related communities in years to come.

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